{"product_id":"soccer-analytics-with-machine-learning-haipeng-gao-9781098181116","title":"Soccer Analytics with Machine Learning: Learning Predictive Modeling Techniques with Sports Data","description":"\u003cp\u003eStruggling to grasp machine learning concepts or unsure how to apply them in the real world? This book aims to change that by using the world's most popular game--soccer--to illuminate key concepts in predictive modeling and data science. Whether you're a complete beginner or you're interested in entering the burgeoning field of sports analytics, you'll develop a solid foundation in machine learning through engaging examples that bridge academic principles with practical applications.\u003c\/p\u003e \u003cp\u003eWritten by experts in both machine learning and sports analytics, this practical Python-focused guide introduces fundamental data science techniques using real soccer data. Ideal for students, analysts, and soccer fans alike, it offers instructions on models and techniques such as logistic regression, random forests, deep learning, simulations, and feature engineering. But instead of memorizing algorithms, you'll learn by building predictive models to analyze match outcomes, test betting strategies, run simulated game scenarios, and more.\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eUnderstand machine learning concepts by working with real sports data\u003c\/li\u003e \u003cli\u003eDevelop, refine, and evaluate machine learning models, using Python for data analysis\u003c\/li\u003e \u003cli\u003eCarry out detailed analyses and research on soccer game predictions and betting strategies to surface valuable insights\u003c\/li\u003e \u003cli\u003eApply the skills you learn to predictive modeling scenarios in other industries\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Haipeng Gao,Ari Joury,Weining Shen\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1098181115\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781098181116\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/01\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 300\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Haipeng Gao","offers":[{"title":"Paperback","offer_id":48217879576831,"sku":"9781098181116","price":59.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f6cd3ee6-7be0-4d6d-a304-b0f0ae7d007d.jpg?v=1772000035","url":"https:\/\/www.whiterainbookhouse.com\/products\/soccer-analytics-with-machine-learning-haipeng-gao-9781098181116","provider":"WR Book House","version":"1.0","type":"link"}